Senior engineer who designs, builds, and operates production backend systems for a customer-facing AI-native data warehouse in Canada — owning data ingestion/extraction pipelines, RAG pipelines, vectorized storage, and AI agents end-to-end. Core stack: Python backend frameworks, AWS/Docker/Kubernetes, and LLM tooling like Cursor/Augment.
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